Artificial Intelligence
Pursuing computing advances to create intelligent machines that complement human reasoning to augment and enrich our experience and competencies.
Project
User-Specific Training for Vocal Melody Transcription
Overview This page contains supplementary material for our AAAI 2010 paper: “User-Specific Learning for Recognizing a Singer’s Intended Pitch”. The full citation for our paper follows, along with a link to the paper itself: Guillory…
Project
Workout: Using a Wearable Sensor to Find, Recognize, and Count Repetitive Exercises
Although numerous devices exist to track and share exercise routines based on running and walking, these devices offer limited functionality for strength-training exercises. We introduce a system for automatically tracking repetitive exercises – such as…
Publication
Associative Adversarial Networks
Publication
Fairness as a Program Property
Tool
The Microsoft Cognitive Toolkit
The Microsoft Cognitive Toolkit empowers you to harness the intelligence within massive datasets through deep learning by providing uncompromised scaling, speed and accuracy with commercial-grade quality and compatibility with the programming languages and algorithms you…
Project
Self-Managing PowerPoint Presentation
PowerPoint plugin prototype that adds Speech and Gesture recognition for navigating slides and animation during a presentation. Presenter performs one or more rehearsals while being recorded by the Kinect. Gestures / body movements are automatically extracted…
Publication
A Characterization of Prediction Errors
Project
Face Recognition Mobile App for Enterprise
Internal experimental app on Windows Mobile, using our then-new Face Recognition SDK to recognize employees. Goal was to investigate how many reference images were necessary for accurate recognition, experiment with ways to smooth the registration experience,…